Dataset statistics
| Number of variables | 28 |
|---|---|
| Number of observations | 744 |
| Missing cells | 11939 |
| Missing cells (%) | 57.3% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 162.9 KiB |
| Average record size in memory | 224.2 B |
Variable types
| Categorical | 9 |
|---|---|
| Numeric | 9 |
| Unsupported | 10 |
Longitude (x) has constant value "-79.4" | Constant |
Latitude (y) has constant value "43.67" | Constant |
Station Name has constant value "TORONTO" | Constant |
Climate ID has constant value "6158350" | Constant |
Year has constant value "1969" | Constant |
Month has constant value "5" | Constant |
Date/Time (LST) has a high cardinality: 744 distinct values | High cardinality |
Temp (°C) is highly correlated with Dew Point Temp (°C) and 1 other fields | High correlation |
Dew Point Temp (°C) is highly correlated with Temp (°C) and 3 other fields | High correlation |
Rel Hum (%) is highly correlated with Dew Point Temp (°C) | High correlation |
Stn Press (kPa) is highly correlated with Dew Point Temp (°C) | High correlation |
Hmdx is highly correlated with Temp (°C) and 1 other fields | High correlation |
Longitude (x) is highly correlated with Latitude (y) | High correlation |
Latitude (y) is highly correlated with Longitude (x) | High correlation |
Day is highly correlated with Hmdx | High correlation |
Temp (°C) is highly correlated with Dew Point Temp (°C) and 1 other fields | High correlation |
Dew Point Temp (°C) is highly correlated with Temp (°C) and 2 other fields | High correlation |
Rel Hum (%) is highly correlated with Dew Point Temp (°C) | High correlation |
Hmdx is highly correlated with Day and 2 other fields | High correlation |
Temp (°C) is highly correlated with Hmdx | High correlation |
Dew Point Temp (°C) is highly correlated with Hmdx | High correlation |
Hmdx is highly correlated with Temp (°C) and 1 other fields | High correlation |
Month is highly correlated with Station Name and 6 other fields | High correlation |
Station Name is highly correlated with Month and 6 other fields | High correlation |
Year is highly correlated with Month and 6 other fields | High correlation |
Weather is highly correlated with Month and 5 other fields | High correlation |
Time (LST) is highly correlated with Month and 5 other fields | High correlation |
Climate ID is highly correlated with Month and 6 other fields | High correlation |
Longitude (x) is highly correlated with Month and 6 other fields | High correlation |
Latitude (y) is highly correlated with Month and 6 other fields | High correlation |
Day is highly correlated with Temp (°C) and 4 other fields | High correlation |
Temp (°C) is highly correlated with Day and 4 other fields | High correlation |
Dew Point Temp (°C) is highly correlated with Day and 4 other fields | High correlation |
Rel Hum (%) is highly correlated with Day and 4 other fields | High correlation |
Wind Dir (10s deg) is highly correlated with Wind Spd (km/h) | High correlation |
Wind Spd (km/h) is highly correlated with Wind Dir (10s deg) and 1 other fields | High correlation |
Visibility (km) is highly correlated with Hmdx and 1 other fields | High correlation |
Stn Press (kPa) is highly correlated with Day and 4 other fields | High correlation |
Hmdx is highly correlated with Temp (°C) and 3 other fields | High correlation |
Weather is highly correlated with Day and 3 other fields | High correlation |
Temp (°C) has 319 (42.9%) missing values | Missing |
Temp Flag has 744 (100.0%) missing values | Missing |
Dew Point Temp (°C) has 319 (42.9%) missing values | Missing |
Dew Point Temp Flag has 744 (100.0%) missing values | Missing |
Rel Hum (%) has 319 (42.9%) missing values | Missing |
Rel Hum Flag has 744 (100.0%) missing values | Missing |
Wind Dir (10s deg) has 627 (84.3%) missing values | Missing |
Wind Dir Flag has 744 (100.0%) missing values | Missing |
Wind Spd (km/h) has 620 (83.3%) missing values | Missing |
Wind Spd Flag has 744 (100.0%) missing values | Missing |
Visibility (km) has 644 (86.6%) missing values | Missing |
Visibility Flag has 744 (100.0%) missing values | Missing |
Stn Press (kPa) has 620 (83.3%) missing values | Missing |
Stn Press Flag has 744 (100.0%) missing values | Missing |
Hmdx has 712 (95.7%) missing values | Missing |
Hmdx Flag has 744 (100.0%) missing values | Missing |
Wind Chill has 744 (100.0%) missing values | Missing |
Wind Chill Flag has 744 (100.0%) missing values | Missing |
Weather has 319 (42.9%) missing values | Missing |
Date/Time (LST) is uniformly distributed | Uniform |
Time (LST) is uniformly distributed | Uniform |
Date/Time (LST) has unique values | Unique |
Temp Flag is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
Dew Point Temp Flag is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
Rel Hum Flag is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
Wind Dir Flag is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
Wind Spd Flag is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
Visibility Flag is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
Stn Press Flag is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
Hmdx Flag is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
Wind Chill is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
Wind Chill Flag is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
Dew Point Temp (°C) has 19 (2.6%) zeros | Zeros |
Reproduction
| Analysis started | 2022-01-06 14:18:16.810646 |
|---|---|
| Analysis finished | 2022-01-06 14:18:37.211104 |
| Duration | 20.4 seconds |
| Software version | pandas-profiling v3.1.0 |
| Download configuration | config.json |
| Distinct | 1 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 5.9 KiB |
| -79.4 |
|---|
Length
| Max length | 5 |
|---|---|
| Median length | 5 |
| Mean length | 5 |
| Min length | 5 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | -79.4 |
|---|---|
| 2nd row | -79.4 |
| 3rd row | -79.4 |
| 4th row | -79.4 |
| 5th row | -79.4 |
Common Values
| Value | Count | Frequency (%) |
| -79.4 | 744 |
Length
Histogram of lengths of the category
Pie chart
| Value | Count | Frequency (%) |
| 79.4 | 744 |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
| Distinct | 1 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 5.9 KiB |
| 43.67 |
|---|
Length
| Max length | 5 |
|---|---|
| Median length | 5 |
| Mean length | 5 |
| Min length | 5 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 43.67 |
|---|---|
| 2nd row | 43.67 |
| 3rd row | 43.67 |
| 4th row | 43.67 |
| 5th row | 43.67 |
Common Values
| Value | Count | Frequency (%) |
| 43.67 | 744 |
Length
Histogram of lengths of the category
Pie chart
| Value | Count | Frequency (%) |
| 43.67 | 744 |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
| Distinct | 1 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 5.9 KiB |
| TORONTO |
|---|
Length
| Max length | 7 |
|---|---|
| Median length | 7 |
| Mean length | 7 |
| Min length | 7 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | TORONTO |
|---|---|
| 2nd row | TORONTO |
| 3rd row | TORONTO |
| 4th row | TORONTO |
| 5th row | TORONTO |
Common Values
| Value | Count | Frequency (%) |
| TORONTO | 744 |
Length
Histogram of lengths of the category
Pie chart
| Value | Count | Frequency (%) |
| toronto | 744 |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
| Distinct | 1 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 5.9 KiB |
| 6158350 |
|---|
Length
| Max length | 7 |
|---|---|
| Median length | 7 |
| Mean length | 7 |
| Min length | 7 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 6158350 |
|---|---|
| 2nd row | 6158350 |
| 3rd row | 6158350 |
| 4th row | 6158350 |
| 5th row | 6158350 |
Common Values
| Value | Count | Frequency (%) |
| 6158350 | 744 |
Length
Histogram of lengths of the category
Pie chart
| Value | Count | Frequency (%) |
| 6158350 | 744 |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
| Distinct | 744 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 5.9 KiB |
| 1969-05-05 00:00 | 1 |
|---|---|
| 1969-05-24 17:00 | 1 |
| 1969-05-06 01:00 | 1 |
| 1969-05-30 14:00 | 1 |
| 1969-05-26 12:00 | 1 |
| Other values (739) |
Length
| Max length | 16 |
|---|---|
| Median length | 16 |
| Mean length | 16 |
| Min length | 16 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 744 ? |
|---|---|
| Unique (%) | 100.0% |
Sample
| 1st row | 1969-05-01 00:00 |
|---|---|
| 2nd row | 1969-05-01 01:00 |
| 3rd row | 1969-05-01 02:00 |
| 4th row | 1969-05-01 03:00 |
| 5th row | 1969-05-01 04:00 |
Common Values
| Value | Count | Frequency (%) |
| 1969-05-05 00:00 | 1 | 0.1% |
| 1969-05-24 17:00 | 1 | 0.1% |
| 1969-05-06 01:00 | 1 | 0.1% |
| 1969-05-30 14:00 | 1 | 0.1% |
| 1969-05-26 12:00 | 1 | 0.1% |
| 1969-05-22 18:00 | 1 | 0.1% |
| 1969-05-20 21:00 | 1 | 0.1% |
| 1969-05-09 02:00 | 1 | 0.1% |
| 1969-05-26 00:00 | 1 | 0.1% |
| 1969-05-30 05:00 | 1 | 0.1% |
| Other values (734) | 734 |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| 11:00 | 31 | 2.1% |
| 20:00 | 31 | 2.1% |
| 08:00 | 31 | 2.1% |
| 05:00 | 31 | 2.1% |
| 21:00 | 31 | 2.1% |
| 23:00 | 31 | 2.1% |
| 18:00 | 31 | 2.1% |
| 15:00 | 31 | 2.1% |
| 07:00 | 31 | 2.1% |
| 13:00 | 31 | 2.1% |
| Other values (45) | 1178 |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
| Distinct | 1 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 5.9 KiB |
| 1969 |
|---|
Length
| Max length | 4 |
|---|---|
| Median length | 4 |
| Mean length | 4 |
| Min length | 4 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1969 |
|---|---|
| 2nd row | 1969 |
| 3rd row | 1969 |
| 4th row | 1969 |
| 5th row | 1969 |
Common Values
| Value | Count | Frequency (%) |
| 1969 | 744 |
Length
Histogram of lengths of the category
Pie chart
| Value | Count | Frequency (%) |
| 1969 | 744 |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
| Distinct | 1 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 5.9 KiB |
| 5 |
|---|
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 5 |
|---|---|
| 2nd row | 5 |
| 3rd row | 5 |
| 4th row | 5 |
| 5th row | 5 |
Common Values
| Value | Count | Frequency (%) |
| 5 | 744 |
Length
Histogram of lengths of the category
Pie chart
| Value | Count | Frequency (%) |
| 5 | 744 |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
| Distinct | 31 |
|---|---|
| Distinct (%) | 4.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 16 |
| Minimum | 1 |
|---|---|
| Maximum | 31 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 5.9 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 8 |
| median | 16 |
| Q3 | 24 |
| 95-th percentile | 30 |
| Maximum | 31 |
| Range | 30 |
| Interquartile range (IQR) | 16 |
Descriptive statistics
| Standard deviation | 8.950288912 |
|---|---|
| Coefficient of variation (CV) | 0.559393057 |
| Kurtosis | -1.202512518 |
| Mean | 16 |
| Median Absolute Deviation (MAD) | 8 |
| Skewness | 0 |
| Sum | 11904 |
| Variance | 80.1076716 |
| Monotonicity | Increasing |
Histogram with fixed size bins (bins=31)
| Value | Count | Frequency (%) |
| 31 | 24 | 3.2% |
| 15 | 24 | 3.2% |
| 2 | 24 | 3.2% |
| 3 | 24 | 3.2% |
| 4 | 24 | 3.2% |
| 5 | 24 | 3.2% |
| 6 | 24 | 3.2% |
| 7 | 24 | 3.2% |
| 8 | 24 | 3.2% |
| 9 | 24 | 3.2% |
| Other values (21) | 504 |
| Value | Count | Frequency (%) |
| 1 | 24 | |
| 2 | 24 | |
| 3 | 24 | |
| 4 | 24 | |
| 5 | 24 | |
| 6 | 24 | |
| 7 | 24 | |
| 8 | 24 | |
| 9 | 24 | |
| 10 | 24 |
| Value | Count | Frequency (%) |
| 31 | 24 | |
| 30 | 24 | |
| 29 | 24 | |
| 28 | 24 | |
| 27 | 24 | |
| 26 | 24 | |
| 25 | 24 | |
| 24 | 24 | |
| 23 | 24 | |
| 22 | 24 |
| Distinct | 24 |
|---|---|
| Distinct (%) | 3.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 5.9 KiB |
| 09:00 | 31 |
|---|---|
| 11:00 | 31 |
| 17:00 | 31 |
| 07:00 | 31 |
| 04:00 | 31 |
| Other values (19) |
Length
| Max length | 5 |
|---|---|
| Median length | 5 |
| Mean length | 5 |
| Min length | 5 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 00:00 |
|---|---|
| 2nd row | 01:00 |
| 3rd row | 02:00 |
| 4th row | 03:00 |
| 5th row | 04:00 |
Common Values
| Value | Count | Frequency (%) |
| 09:00 | 31 | 4.2% |
| 11:00 | 31 | 4.2% |
| 17:00 | 31 | 4.2% |
| 07:00 | 31 | 4.2% |
| 04:00 | 31 | 4.2% |
| 05:00 | 31 | 4.2% |
| 03:00 | 31 | 4.2% |
| 20:00 | 31 | 4.2% |
| 10:00 | 31 | 4.2% |
| 14:00 | 31 | 4.2% |
| Other values (14) | 434 |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| 00:00 | 31 | 4.2% |
| 13:00 | 31 | 4.2% |
| 11:00 | 31 | 4.2% |
| 17:00 | 31 | 4.2% |
| 07:00 | 31 | 4.2% |
| 04:00 | 31 | 4.2% |
| 05:00 | 31 | 4.2% |
| 03:00 | 31 | 4.2% |
| 20:00 | 31 | 4.2% |
| 10:00 | 31 | 4.2% |
| Other values (14) | 434 |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
| Distinct | 50 |
|---|---|
| Distinct (%) | 11.8% |
| Missing | 319 |
| Missing (%) | 42.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 14.40211765 |
| Minimum | 4.4 |
|---|---|
| Maximum | 33.9 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 5.9 KiB |
Quantile statistics
| Minimum | 4.4 |
|---|---|
| 5-th percentile | 7.8 |
| Q1 | 10.6 |
| median | 13.9 |
| Q3 | 17.2 |
| 95-th percentile | 25.48 |
| Maximum | 33.9 |
| Range | 29.5 |
| Interquartile range (IQR) | 6.6 |
Descriptive statistics
| Standard deviation | 5.392134404 |
|---|---|
| Coefficient of variation (CV) | 0.3743987194 |
| Kurtosis | 1.564930612 |
| Mean | 14.40211765 |
| Median Absolute Deviation (MAD) | 3.3 |
| Skewness | 1.095584341 |
| Sum | 6120.9 |
| Variance | 29.07511343 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 10.6 | 28 | 3.8% |
| 15.6 | 24 | 3.2% |
| 15 | 23 | 3.1% |
| 11.1 | 21 | 2.8% |
| 16.7 | 21 | 2.8% |
| 12.8 | 20 | 2.7% |
| 14.4 | 19 | 2.6% |
| 10 | 19 | 2.6% |
| 9.4 | 18 | 2.4% |
| 8.9 | 18 | 2.4% |
| Other values (40) | 214 | |
| (Missing) | 319 |
| Value | Count | Frequency (%) |
| 4.4 | 1 | 0.1% |
| 5 | 2 | 0.3% |
| 5.6 | 2 | 0.3% |
| 6.1 | 4 | 0.5% |
| 6.7 | 6 | 0.8% |
| 7.2 | 6 | 0.8% |
| 7.8 | 11 | |
| 8.3 | 10 | |
| 8.9 | 18 | |
| 9.4 | 18 |
| Value | Count | Frequency (%) |
| 33.9 | 1 | 0.1% |
| 33.3 | 1 | 0.1% |
| 32.8 | 1 | 0.1% |
| 32.2 | 1 | 0.1% |
| 31.1 | 4 | |
| 30.6 | 2 | |
| 30 | 1 | 0.1% |
| 29.4 | 2 | |
| 27.8 | 2 | |
| 27.2 | 2 |
Dew Point Temp (°C)
Real number (ℝ)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONMISSINGZEROS| Distinct | 47 |
|---|---|
| Distinct (%) | 11.1% |
| Missing | 319 |
| Missing (%) | 42.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.296705882 |
| Minimum | -6.1 |
|---|---|
| Maximum | 21.1 |
| Zeros | 19 |
| Zeros (%) | 2.6% |
| Negative | 73 |
| Negative (%) | 9.8% |
| Memory size | 5.9 KiB |
Quantile statistics
| Minimum | -6.1 |
|---|---|
| 5-th percentile | -2.2 |
| Q1 | 0.6 |
| median | 4.4 |
| Q3 | 8.9 |
| 95-th percentile | 15.6 |
| Maximum | 21.1 |
| Range | 27.2 |
| Interquartile range (IQR) | 8.3 |
Descriptive statistics
| Standard deviation | 5.735328984 |
|---|---|
| Coefficient of variation (CV) | 1.082810545 |
| Kurtosis | -0.3604046504 |
| Mean | 5.296705882 |
| Median Absolute Deviation (MAD) | 3.8 |
| Skewness | 0.5465927835 |
| Sum | 2251.1 |
| Variance | 32.89399856 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=47)
| Value | Count | Frequency (%) |
| 4.4 | 23 | 3.1% |
| 0.6 | 20 | 2.7% |
| 2.2 | 19 | 2.6% |
| 0 | 19 | 2.6% |
| 1.7 | 19 | 2.6% |
| 7.8 | 19 | 2.6% |
| -0.6 | 17 | 2.3% |
| 5.6 | 15 | 2.0% |
| -1.7 | 15 | 2.0% |
| 6.7 | 14 | 1.9% |
| Other values (37) | 245 | |
| (Missing) | 319 |
| Value | Count | Frequency (%) |
| -6.1 | 1 | 0.1% |
| -5 | 2 | 0.3% |
| -4.4 | 3 | 0.4% |
| -3.9 | 5 | 0.7% |
| -3.3 | 6 | 0.8% |
| -2.8 | 3 | 0.4% |
| -2.2 | 9 | |
| -1.7 | 15 | |
| -1.1 | 12 | |
| -0.6 | 17 |
| Value | Count | Frequency (%) |
| 21.1 | 1 | 0.1% |
| 20 | 1 | 0.1% |
| 19.4 | 3 | |
| 18.9 | 4 | |
| 18.3 | 2 | 0.3% |
| 17.8 | 5 | |
| 17.2 | 2 | 0.3% |
| 16.7 | 2 | 0.3% |
| 15.6 | 5 | |
| 15 | 5 |
| Distinct | 70 |
|---|---|
| Distinct (%) | 16.5% |
| Missing | 319 |
| Missing (%) | 42.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 56.74823529 |
| Minimum | 27 |
|---|---|
| Maximum | 97 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 5.9 KiB |
Quantile statistics
| Minimum | 27 |
|---|---|
| 5-th percentile | 32 |
| Q1 | 43 |
| median | 54 |
| Q3 | 70 |
| 95-th percentile | 89 |
| Maximum | 97 |
| Range | 70 |
| Interquartile range (IQR) | 27 |
Descriptive statistics
| Standard deviation | 17.27783925 |
|---|---|
| Coefficient of variation (CV) | 0.3044647849 |
| Kurtosis | -0.6547302375 |
| Mean | 56.74823529 |
| Median Absolute Deviation (MAD) | 13 |
| Skewness | 0.4520649936 |
| Sum | 24118 |
| Variance | 298.5237292 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 51 | 17 | 2.3% |
| 40 | 14 | 1.9% |
| 60 | 12 | 1.6% |
| 45 | 12 | 1.6% |
| 43 | 11 | 1.5% |
| 34 | 11 | 1.5% |
| 42 | 11 | 1.5% |
| 64 | 11 | 1.5% |
| 58 | 10 | 1.3% |
| 46 | 10 | 1.3% |
| Other values (60) | 306 | |
| (Missing) | 319 |
| Value | Count | Frequency (%) |
| 27 | 1 | 0.1% |
| 28 | 3 | 0.4% |
| 29 | 2 | 0.3% |
| 30 | 3 | 0.4% |
| 31 | 7 | |
| 32 | 8 | |
| 33 | 2 | 0.3% |
| 34 | 11 | |
| 35 | 6 | |
| 36 | 6 |
| Value | Count | Frequency (%) |
| 97 | 2 | 0.3% |
| 96 | 3 | 0.4% |
| 95 | 2 | 0.3% |
| 94 | 9 | |
| 93 | 1 | 0.1% |
| 91 | 3 | 0.4% |
| 90 | 1 | 0.1% |
| 89 | 3 | 0.4% |
| 88 | 2 | 0.3% |
| 87 | 3 | 0.4% |
| Distinct | 15 |
|---|---|
| Distinct (%) | 12.8% |
| Missing | 627 |
| Missing (%) | 84.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 19.16239316 |
| Minimum | 2 |
|---|---|
| Maximum | 36 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 5.9 KiB |
Quantile statistics
| Minimum | 2 |
|---|---|
| 5-th percentile | 7 |
| Q1 | 9 |
| median | 20 |
| Q3 | 27 |
| 95-th percentile | 36 |
| Maximum | 36 |
| Range | 34 |
| Interquartile range (IQR) | 18 |
Descriptive statistics
| Standard deviation | 9.251241543 |
|---|---|
| Coefficient of variation (CV) | 0.4827811153 |
| Kurtosis | -0.9961225957 |
| Mean | 19.16239316 |
| Median Absolute Deviation (MAD) | 7 |
| Skewness | 0.215139401 |
| Sum | 2242 |
| Variance | 85.58547009 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=15)
| Value | Count | Frequency (%) |
| 9 | 28 | 3.8% |
| 20 | 13 | 1.7% |
| 18 | 12 | 1.6% |
| 27 | 11 | 1.5% |
| 25 | 10 | 1.3% |
| 36 | 9 | 1.2% |
| 14 | 7 | 0.9% |
| 23 | 6 | 0.8% |
| 34 | 4 | 0.5% |
| 29 | 4 | 0.5% |
| Other values (5) | 13 | 1.7% |
| (Missing) | 627 |
| Value | Count | Frequency (%) |
| 2 | 1 | 0.1% |
| 5 | 4 | 0.5% |
| 7 | 3 | 0.4% |
| 9 | 28 | |
| 14 | 7 | 0.9% |
| 16 | 3 | 0.4% |
| 18 | 12 | |
| 20 | 13 | |
| 23 | 6 | 0.8% |
| 25 | 10 | 1.3% |
| Value | Count | Frequency (%) |
| 36 | 9 | |
| 34 | 4 | 0.5% |
| 32 | 2 | 0.3% |
| 29 | 4 | 0.5% |
| 27 | 11 | |
| 25 | 10 | |
| 23 | 6 | |
| 20 | 13 | |
| 18 | 12 | |
| 16 | 3 | 0.4% |
| Distinct | 21 |
|---|---|
| Distinct (%) | 16.9% |
| Missing | 620 |
| Missing (%) | 83.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 15.82258065 |
| Minimum | 0 |
|---|---|
| Maximum | 37 |
| Zeros | 7 |
| Zeros (%) | 0.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 5.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.45 |
| Q1 | 10 |
| median | 16 |
| Q3 | 23 |
| 95-th percentile | 29 |
| Maximum | 37 |
| Range | 37 |
| Interquartile range (IQR) | 13 |
Descriptive statistics
| Standard deviation | 8.637268827 |
|---|---|
| Coefficient of variation (CV) | 0.5458824335 |
| Kurtosis | -0.7040619572 |
| Mean | 15.82258065 |
| Median Absolute Deviation (MAD) | 7 |
| Skewness | 0.0001890789775 |
| Sum | 1962 |
| Variance | 74.6024128 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=21)
| Value | Count | Frequency (%) |
| 16 | 16 | 2.2% |
| 24 | 14 | 1.9% |
| 19 | 9 | 1.2% |
| 10 | 8 | 1.1% |
| 11 | 8 | 1.1% |
| 23 | 8 | 1.1% |
| 0 | 7 | 0.9% |
| 5 | 7 | 0.9% |
| 6 | 6 | 0.8% |
| 8 | 6 | 0.8% |
| Other values (11) | 35 | 4.7% |
| (Missing) | 620 |
| Value | Count | Frequency (%) |
| 0 | 7 | |
| 3 | 4 | 0.5% |
| 5 | 7 | |
| 6 | 6 | 0.8% |
| 8 | 6 | 0.8% |
| 10 | 8 | |
| 11 | 8 | |
| 13 | 3 | 0.4% |
| 14 | 3 | 0.4% |
| 16 | 16 |
| Value | Count | Frequency (%) |
| 37 | 1 | 0.1% |
| 35 | 1 | 0.1% |
| 32 | 3 | 0.4% |
| 29 | 3 | 0.4% |
| 27 | 3 | 0.4% |
| 26 | 4 | 0.5% |
| 24 | 14 | |
| 23 | 8 | |
| 21 | 5 | 0.7% |
| 19 | 9 |
| Distinct | 12 |
|---|---|
| Distinct (%) | 12.0% |
| Missing | 644 |
| Missing (%) | 86.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 21.27 |
| Minimum | 3.2 |
|---|---|
| Maximum | 32.2 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 5.9 KiB |
Quantile statistics
| Minimum | 3.2 |
|---|---|
| 5-th percentile | 8 |
| Q1 | 16.1 |
| median | 24.1 |
| Q3 | 24.1 |
| 95-th percentile | 32.2 |
| Maximum | 32.2 |
| Range | 29 |
| Interquartile range (IQR) | 8 |
Descriptive statistics
| Standard deviation | 6.791654118 |
|---|---|
| Coefficient of variation (CV) | 0.3193067286 |
| Kurtosis | 0.08249114028 |
| Mean | 21.27 |
| Median Absolute Deviation (MAD) | 4.8 |
| Skewness | -0.4496778544 |
| Sum | 2127 |
| Variance | 46.12656566 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=12)
| Value | Count | Frequency (%) |
| 24.1 | 43 | 5.8% |
| 16.1 | 19 | 2.6% |
| 32.2 | 13 | 1.7% |
| 19.3 | 9 | 1.2% |
| 11.3 | 3 | 0.4% |
| 12.9 | 3 | 0.4% |
| 25 | 3 | 0.4% |
| 4.8 | 2 | 0.3% |
| 8 | 2 | 0.3% |
| 3.2 | 1 | 0.1% |
| Other values (2) | 2 | 0.3% |
| (Missing) | 644 |
| Value | Count | Frequency (%) |
| 3.2 | 1 | 0.1% |
| 4.8 | 2 | 0.3% |
| 6.4 | 1 | 0.1% |
| 8 | 2 | 0.3% |
| 9.7 | 1 | 0.1% |
| 11.3 | 3 | 0.4% |
| 12.9 | 3 | 0.4% |
| 16.1 | 19 | |
| 19.3 | 9 | 1.2% |
| 24.1 | 43 |
| Value | Count | Frequency (%) |
| 32.2 | 13 | 1.7% |
| 25 | 3 | 0.4% |
| 24.1 | 43 | |
| 19.3 | 9 | 1.2% |
| 16.1 | 19 | |
| 12.9 | 3 | 0.4% |
| 11.3 | 3 | 0.4% |
| 9.7 | 1 | 0.1% |
| 8 | 2 | 0.3% |
| 6.4 | 1 | 0.1% |
| Distinct | 95 |
|---|---|
| Distinct (%) | 76.6% |
| Missing | 620 |
| Missing (%) | 83.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 100.1733871 |
| Minimum | 97.47 |
|---|---|
| Maximum | 101.51 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 5.9 KiB |
Quantile statistics
| Minimum | 97.47 |
|---|---|
| 5-th percentile | 98.619 |
| Q1 | 99.83 |
| median | 100.235 |
| Q3 | 100.7775 |
| 95-th percentile | 101.17 |
| Maximum | 101.51 |
| Range | 4.04 |
| Interquartile range (IQR) | 0.9475 |
Descriptive statistics
| Standard deviation | 0.8008967404 |
|---|---|
| Coefficient of variation (CV) | 0.007995104924 |
| Kurtosis | 0.9061301367 |
| Mean | 100.1733871 |
| Median Absolute Deviation (MAD) | 0.475 |
| Skewness | -0.9368218273 |
| Sum | 12421.5 |
| Variance | 0.6414355888 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 100.22 | 3 | 0.4% |
| 100.71 | 3 | 0.4% |
| 100.12 | 3 | 0.4% |
| 100.61 | 2 | 0.3% |
| 101.12 | 2 | 0.3% |
| 100.33 | 2 | 0.3% |
| 100.13 | 2 | 0.3% |
| 100.35 | 2 | 0.3% |
| 101.13 | 2 | 0.3% |
| 100.41 | 2 | 0.3% |
| Other values (85) | 101 | 13.6% |
| (Missing) | 620 |
| Value | Count | Frequency (%) |
| 97.47 | 1 | |
| 97.85 | 1 | |
| 98.03 | 1 | |
| 98.37 | 1 | |
| 98.43 | 1 | |
| 98.5 | 1 | |
| 98.61 | 1 | |
| 98.67 | 1 | |
| 98.72 | 1 | |
| 98.74 | 1 |
| Value | Count | Frequency (%) |
| 101.51 | 1 | |
| 101.44 | 1 | |
| 101.39 | 1 | |
| 101.29 | 1 | |
| 101.18 | 2 | |
| 101.17 | 2 | |
| 101.15 | 2 | |
| 101.13 | 2 | |
| 101.12 | 2 | |
| 101.11 | 1 |
| Distinct | 13 |
|---|---|
| Distinct (%) | 40.6% |
| Missing | 712 |
| Missing (%) | 95.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 32.21875 |
| Minimum | 25 |
|---|---|
| Maximum | 40 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 5.9 KiB |
Quantile statistics
| Minimum | 25 |
|---|---|
| 5-th percentile | 25 |
| Q1 | 26.75 |
| median | 33 |
| Q3 | 38 |
| 95-th percentile | 39 |
| Maximum | 40 |
| Range | 15 |
| Interquartile range (IQR) | 11.25 |
Descriptive statistics
| Standard deviation | 5.493306044 |
|---|---|
| Coefficient of variation (CV) | 0.1705002846 |
| Kurtosis | -1.620343336 |
| Mean | 32.21875 |
| Median Absolute Deviation (MAD) | 5 |
| Skewness | -0.09490877605 |
| Sum | 1031 |
| Variance | 30.17641129 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=13)
| Value | Count | Frequency (%) |
| 25 | 7 | 0.9% |
| 38 | 5 | 0.7% |
| 33 | 4 | 0.5% |
| 37 | 3 | 0.4% |
| 39 | 3 | 0.4% |
| 28 | 2 | 0.3% |
| 31 | 2 | 0.3% |
| 26 | 1 | 0.1% |
| 27 | 1 | 0.1% |
| 40 | 1 | 0.1% |
| Other values (3) | 3 | 0.4% |
| (Missing) | 712 |
| Value | Count | Frequency (%) |
| 25 | 7 | |
| 26 | 1 | 0.1% |
| 27 | 1 | 0.1% |
| 28 | 2 | 0.3% |
| 29 | 1 | 0.1% |
| 30 | 1 | 0.1% |
| 31 | 2 | 0.3% |
| 33 | 4 | |
| 36 | 1 | 0.1% |
| 37 | 3 |
| Value | Count | Frequency (%) |
| 40 | 1 | 0.1% |
| 39 | 3 | |
| 38 | 5 | |
| 37 | 3 | |
| 36 | 1 | 0.1% |
| 33 | 4 | |
| 31 | 2 | 0.3% |
| 30 | 1 | 0.1% |
| 29 | 1 | 0.1% |
| 28 | 2 | 0.3% |
| Distinct | 12 |
|---|---|
| Distinct (%) | 2.8% |
| Missing | 319 |
| Missing (%) | 42.9% |
| Memory size | 5.9 KiB |
| Mostly Cloudy | |
|---|---|
| Mainly Clear | |
| Cloudy | |
| Clear | |
| Rain,Fog | 12 |
| Other values (7) |
Length
| Max length | 16 |
|---|---|
| Median length | 12 |
| Mean length | 9.595294118 |
| Min length | 3 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 4 ? |
|---|---|
| Unique (%) | 0.9% |
Sample
| 1st row | Clear |
|---|---|
| 2nd row | Clear |
| 3rd row | Clear |
| 4th row | Clear |
| 5th row | Clear |
Common Values
| Value | Count | Frequency (%) |
| Mostly Cloudy | 129 | |
| Mainly Clear | 104 | 14.0% |
| Cloudy | 80 | 10.8% |
| Clear | 73 | 9.8% |
| Rain,Fog | 12 | 1.6% |
| Rain Showers | 10 | 1.3% |
| Haze | 10 | 1.3% |
| Rain | 3 | 0.4% |
| Rain Showers,Fog | 1 | 0.1% |
| Fog | 1 | 0.1% |
| Other values (2) | 2 | 0.3% |
| (Missing) | 319 |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| cloudy | 209 | |
| clear | 177 | |
| mostly | 129 | |
| mainly | 104 | |
| rain | 14 | 2.1% |
| rain,fog | 13 | 1.9% |
| haze | 10 | 1.5% |
| showers | 10 | 1.5% |
| heavy | 1 | 0.1% |
| drizzle | 1 | 0.1% |
| Other values (2) | 2 | 0.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Cramér's V (φc)
Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here. A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.
The dendrogram allows you to more fully correlate variable completion, revealing trends deeper than the pairwise ones visible in the correlation heatmap.
First rows
| Longitude (x) | Latitude (y) | Station Name | Climate ID | Date/Time (LST) | Year | Month | Day | Time (LST) | Temp (°C) | Temp Flag | Dew Point Temp (°C) | Dew Point Temp Flag | Rel Hum (%) | Rel Hum Flag | Wind Dir (10s deg) | Wind Dir Flag | Wind Spd (km/h) | Wind Spd Flag | Visibility (km) | Visibility Flag | Stn Press (kPa) | Stn Press Flag | Hmdx | Hmdx Flag | Wind Chill | Wind Chill Flag | Weather | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | -79.4 | 43.67 | TORONTO | 6158350 | 1969-05-01 00:00 | 1969 | 5 | 1 | 00:00 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 1 | -79.4 | 43.67 | TORONTO | 6158350 | 1969-05-01 01:00 | 1969 | 5 | 1 | 01:00 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 2 | -79.4 | 43.67 | TORONTO | 6158350 | 1969-05-01 02:00 | 1969 | 5 | 1 | 02:00 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 3 | -79.4 | 43.67 | TORONTO | 6158350 | 1969-05-01 03:00 | 1969 | 5 | 1 | 03:00 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 4 | -79.4 | 43.67 | TORONTO | 6158350 | 1969-05-01 04:00 | 1969 | 5 | 1 | 04:00 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 5 | -79.4 | 43.67 | TORONTO | 6158350 | 1969-05-01 05:00 | 1969 | 5 | 1 | 05:00 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 6 | -79.4 | 43.67 | TORONTO | 6158350 | 1969-05-01 06:00 | 1969 | 5 | 1 | 06:00 | 6.1 | NaN | -3.9 | NaN | 48.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | Clear |
| 7 | -79.4 | 43.67 | TORONTO | 6158350 | 1969-05-01 07:00 | 1969 | 5 | 1 | 07:00 | 7.2 | NaN | -3.3 | NaN | 46.0 | NaN | NaN | NaN | 0.0 | NaN | 16.1 | NaN | 101.11 | NaN | NaN | NaN | NaN | NaN | Clear |
| 8 | -79.4 | 43.67 | TORONTO | 6158350 | 1969-05-01 08:00 | 1969 | 5 | 1 | 08:00 | 10.6 | NaN | -2.2 | NaN | 41.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | Clear |
| 9 | -79.4 | 43.67 | TORONTO | 6158350 | 1969-05-01 09:00 | 1969 | 5 | 1 | 09:00 | 12.2 | NaN | -1.1 | NaN | 39.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | Clear |
Last rows
| Longitude (x) | Latitude (y) | Station Name | Climate ID | Date/Time (LST) | Year | Month | Day | Time (LST) | Temp (°C) | Temp Flag | Dew Point Temp (°C) | Dew Point Temp Flag | Rel Hum (%) | Rel Hum Flag | Wind Dir (10s deg) | Wind Dir Flag | Wind Spd (km/h) | Wind Spd Flag | Visibility (km) | Visibility Flag | Stn Press (kPa) | Stn Press Flag | Hmdx | Hmdx Flag | Wind Chill | Wind Chill Flag | Weather | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 734 | -79.4 | 43.67 | TORONTO | 6158350 | 1969-05-31 14:00 | 1969 | 5 | 31 | 14:00 | 17.2 | NaN | 1.7 | NaN | 34.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | Clear |
| 735 | -79.4 | 43.67 | TORONTO | 6158350 | 1969-05-31 15:00 | 1969 | 5 | 31 | 15:00 | 17.2 | NaN | 0.0 | NaN | 31.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | Clear |
| 736 | -79.4 | 43.67 | TORONTO | 6158350 | 1969-05-31 16:00 | 1969 | 5 | 31 | 16:00 | 17.2 | NaN | 0.6 | NaN | 33.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | Clear |
| 737 | -79.4 | 43.67 | TORONTO | 6158350 | 1969-05-31 17:00 | 1969 | 5 | 31 | 17:00 | 17.2 | NaN | 0.0 | NaN | 31.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | Mostly Cloudy |
| 738 | -79.4 | 43.67 | TORONTO | 6158350 | 1969-05-31 18:00 | 1969 | 5 | 31 | 18:00 | 17.2 | NaN | -0.6 | NaN | 30.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | Mostly Cloudy |
| 739 | -79.4 | 43.67 | TORONTO | 6158350 | 1969-05-31 19:00 | 1969 | 5 | 31 | 19:00 | 16.1 | NaN | 0.0 | NaN | 34.0 | NaN | 9.0 | NaN | 27.0 | NaN | 24.1 | NaN | 99.83 | NaN | NaN | NaN | NaN | NaN | Mainly Clear |
| 740 | -79.4 | 43.67 | TORONTO | 6158350 | 1969-05-31 20:00 | 1969 | 5 | 31 | 20:00 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 741 | -79.4 | 43.67 | TORONTO | 6158350 | 1969-05-31 21:00 | 1969 | 5 | 31 | 21:00 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 742 | -79.4 | 43.67 | TORONTO | 6158350 | 1969-05-31 22:00 | 1969 | 5 | 31 | 22:00 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 743 | -79.4 | 43.67 | TORONTO | 6158350 | 1969-05-31 23:00 | 1969 | 5 | 31 | 23:00 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |